Shows by day of week

• Sunday- 8
• Monday- 5
• Tuesday- 8
• Wednesday- 8
• Thursday- 7
• Friday- 12
• Saturday- 13

Shows by month

• January - 1
• February -
• March -
• April -
• May - 3
• June - 11
• July - 14
• August - 5
• September - 14
• October - 10
• November - 1
• December - 2

Shows by year

• 1998- 3
• 1999- 0
• 2000- 30
• 2001- 0
• 2002- 1
• 2003- 2
• 2004- 5
• 2009- 4
• 2010- 6
• 2011- 0
• 2012- 1
• 2013- 1
• 2014- 1
• 2015- 0
• 2016- 1
• 2017- 0
• 2018- 0
• 2019- 2
• 2020- 0
• 2021- 0
• 2022- 4
• 2023- 0
• 2024- 0

Most Frequently Played Dates

• 12/31- 2
• 7/1- 2
• 7/3- 2
• 8/15- 2
• 1/2- 1
• 10/19- 1
• 10/23- 1
• 10/24- 1
• 10/29- 1
• 10/30- 1
• 10/31- 1
• 10/4- 1
• 10/5- 1
• 10/6- 1
• 10/7- 1
• 11/27- 1
• 5/27- 1
• 5/28- 1
• 5/29- 1
• 6/19- 1
• 6/2- 1

Shows by States

• NY - 10 (16%)
• NJ - 10 (16%)
• ME - 8 (13%)
• MA - 6 (10%)
• CA - 4 (7%)
• AL - 3 (5%)
• OH - 3 (5%)
• IN - 3 (5%)
• NV - 2 (3%)
• CT - 2 (3%)
• IL - 2 (3%)
• PA - 2 (3%)
• VT - 2 (3%)
• VA - 1 (2%)
• MD - 1 (2%)
• CO - 1 (2%)
• KS - 1 (2%)

Shows by Time Zone

• Eastern - 48 (79%)
• Central - 6 (10%)
• Pacific - 6 (10%)
• Mountain - 1 (2%)

Shows by Cities

• Camden, NJ - 5 (8%)
• Bangor, ME - 4 (7%)
• Atlantic City, NJ - 3 (5%)
• Orange Beach, AL - 3 (5%)
• Mansfield, MA - 3 (5%)
• Wantagh, NY - 3 (5%)
• Noblesville, IN - 3 (5%)
• Columbus, OH - 2 (3%)
• Saratoga Springs, NY - 2 (3%)
• Hartford, CT - 2 (3%)
• Mountain View, CA - 2 (3%)
• Holmdel, NJ - 2 (3%)
• Coventry, VT - 2 (3%)
• Albany, NY - 2 (3%)
• Las Vegas, NV - 2 (3%)
• Limestone, ME - 2 (3%)
• Rosemont, IL - 2 (3%)
• New York, NY - 2 (3%)
• Amherst, MA - 2 (3%)
• Hershey, PA - 1 (2%)
• Irvine, CA - 1 (2%)
• Burgettstown, PA - 1 (2%)
• Englewood, CO - 1 (2%)
• Bonner Springs, KS - 1 (2%)
• Darien Center, NY - 1 (2%)
• Worcester, MA - 1 (2%)
• Columbia, MD - 1 (2%)
• Portland, ME - 1 (2%)
• Cincinnati, OH - 1 (2%)
• Chula Vista, CA - 1 (2%)
• Hampton, VA - 1 (2%)
• Augusta, ME - 1 (2%)

Shows by Venues

• Tweeter Center at the Waterfront - 5 (8%)
• Darling's Waterfront Pavilion - 4 (7%)
• Jones Beach Amphitheater - 3 (5%)
• Ruoff Music Center - 3 (5%)
• Great Woods Center for the Performing Arts - 3 (5%)
• Amphitheater at the Wharf - 3 (5%)
• Boardwalk Hall - 3 (5%)
• Saratoga Performing Arts Center - 2 (3%)
• The Comcast Theatre - 2 (3%)
• Loring Commerce Centre - 2 (3%)
• University of Massachusetts - 2 (3%)
• Madison Square Garden - 2 (3%)
• Polaris Amphitheater - 2 (3%)
• Thomas & Mack Center - 2 (3%)
• Shoreline Amphitheatre - 2 (3%)
• Newport State Airport - 2 (3%)
• Allstate Arena - 2 (3%)
• Pepsi Arena - 2 (3%)
• Garden State Arts Center - 2 (3%)
• Hersheypark Stadium - 1 (2%)
• Hampton Coliseum - 1 (2%)
• Worcester Centrum Centre - 1 (2%)
• Verizon Wireless Amphitheater - 1 (2%)
• Merriweather Post Pavilion - 1 (2%)
• Fiddler's Green - 1 (2%)
• Verizon Wireless Amphitheater Kansas City - 1 (2%)
• Augusta Civic Center - 1 (2%)
• Coors Amphitheatre - 1 (2%)
• Darien Lake Performing Arts Center - 1 (2%)
• Riverbend Music Center - 1 (2%)
• Cumberland County Civic Center - 1 (2%)
• Post-Gazette Pavilion at Star Lake - 1 (2%)

Hiatus Show Breakdown

• Before hiatus - 33 (54%)
• After hiatus - 28 (46%)

289 different songs have been played (29% of songs Phish have played).
The average number of songs per show is 20.1.
The average amount of times each song was played is 4.14.
There were 109 onetimers
1227 total songs have been played in the selected shows.

There were 54 two set shows
There were 6 three set shows
There were 1 four set shows
2 songs were in a three show rotation.
7 songs were in a four show rotation.
17 songs were in a five show rotation.

Total Times Played

Mike's Song - 21 (34%)
Weekapaug Groove - 21 (34%)
Chalk Dust Torture - 20 (32%)
Piper - 19 (31%)
Run Like an Antelope - 18 (29%)
Character Zero - 16 (26%)
Harry Hood - 16 (26%)
Down with Disease - 15 (24%)
Gotta Jibboo - 15 (24%)
Possum - 15 (24%)
Bathtub Gin - 14 (22%)
Cavern - 14 (22%)
Ghost - 14 (22%)
Limb By Limb - 14 (22%)
Wolfman's Brother - 14 (22%)
Sand - 13 (21%)
Stash - 13 (21%)
David Bowie - 12 (19%)
The Moma Dance - 12 (19%)
Twist - 12 (19%)
Wilson - 12 (19%)
You Enjoy Myself - 12 (19%)
First Tube - 11 (18%)
Guyute - 11 (18%)
Loving Cup - 11 (18%)
Reba - 11 (18%)
Tweezer Reprise - 11 (18%)
Also Sprach Zarathustra - 10 (16%)
Back on the Train - 10 (16%)
Birds of a Feather - 10 (16%)
Free - 10 (16%)
Funky Bitch - 10 (16%)
NICU - 10 (16%)
Rift - 10 (16%)
Tweezer - 10 (16%)
Wading in the Velvet Sea - 10 (16%)
AC/DC Bag - 9 (14%)
Divided Sky - 9 (14%)
Golgi Apparatus - 9 (14%)
Runaway Jim - 9 (14%)
Sample in a Jar - 9 (14%)
Simple - 9 (14%)
Boogie On Reggae Woman - 8 (13%)
Bouncing Around the Room - 8 (13%)
Carini - 8 (13%)
Drowned - 8 (13%)
Halley's Comet - 8 (13%)
Heavy Things - 8 (13%)
Julius - 8 (13%)
Meatstick - 8 (13%)
Split Open and Melt - 8 (13%)
Axilla - 7 (11%)
Fluffhead - 7 (11%)
Frankenstein - 7 (11%)
I Am Hydrogen - 7 (11%)
Kill Devil Falls - 7 (11%)
Lawn Boy - 7 (11%)
Maze - 7 (11%)
My Friend, My Friend - 7 (11%)
Roggae - 7 (11%)
Silent in the Morning - 7 (11%)
Slave to the Traffic Light - 7 (11%)
Taste - 7 (11%)
The Lizards - 7 (11%)
Water in the Sky - 7 (11%)
When the Circus Comes - 7 (11%)
46 Days - 6 (9%)
Backwards Down the Number Line - 6 (9%)
Beauty of My Dreams - 6 (9%)
Cities - 6 (9%)
Dirt - 6 (9%)
Gumbo - 6 (9%)
Horn - 6 (9%)
My Soul - 6 (9%)
Rock and Roll - 6 (9%)
The Horse - 6 (9%)
The Wedge - 6 (9%)
Theme From the Bottom - 6 (9%)
Tube - 6 (9%)
Ya Mar - 6 (9%)
Driver - 5 (8%)
Farmhouse - 5 (8%)
Fee - 5 (8%)
It's Ice - 5 (8%)
Jam - 5 (8%)
Poor Heart - 5 (8%)
Prince Caspian - 5 (8%)
Punch You in the Eye - 5 (8%)
Seven Below - 5 (8%)
Suzy Greenberg - 5 (8%)
The Mango Song - 5 (8%)
The Squirming Coil - 5 (8%)
Walk Away - 5 (8%)
Waste - 5 (8%)
While My Guitar Gently Weeps - 5 (8%)
Bittersweet Motel - 4 (6%)
Bug - 4 (6%)
Cars Trucks Buses - 4 (6%)
Foam - 4 (6%)
Glide - 4 (6%)
Good Times Bad Times - 4 (6%)
Hold Your Head Up - 4 (6%)
Ocelot - 4 (6%)
Roses Are Free - 4 (6%)
Saw It Again - 4 (6%)
The Curtain With - 4 (6%)
The Inlaw Josie Wales - 4 (6%)
Timber (Jerry the Mule) - 4 (6%)
What's the Use? - 4 (6%)
555 - 3 (4%)
A Day in the Life - 3 (4%)
Alaska - 3 (4%)
Big Black Furry Creature from Mars - 3 (4%)
Brian and Robert - 3 (4%)
Buried Alive - 3 (4%)
Dog Faced Boy - 3 (4%)
Dogs Stole Things - 3 (4%)
Fast Enough for You - 3 (4%)
Ginseng Sullivan - 3 (4%)
Halfway to the Moon - 3 (4%)
If I Could - 3 (4%)
Llama - 3 (4%)
Makisupa Policeman - 3 (4%)
Meat - 3 (4%)
Mellow Mood - 3 (4%)
My Mind's Got a Mind of its Own - 3 (4%)
Scents and Subtle Sounds - 3 (4%)
Sleeping Monkey - 3 (4%)
Sneakin' Sally Through the Alley - 3 (4%)
Strange Design - 3 (4%)
The Sloth - 3 (4%)
Vultures - 3 (4%)
Walls of the Cave - 3 (4%)
Waves - 3 (4%)
Albuquerque - 2 (3%)
Auld Lang Syne - 2 (3%)
Avenu Malkenu - 2 (3%)
Billy Breathes - 2 (3%)
Bold As Love - 2 (3%)
Brother - 2 (3%)
Buffalo Bill - 2 (3%)
Camel Walk - 2 (3%)
Catapult - 2 (3%)
Come on Baby Let's Go Downtown - 2 (3%)
Contact - 2 (3%)
Corinna - 2 (3%)
Crosseyed and Painless - 2 (3%)
Dog Log - 2 (3%)
Fire - 2 (3%)
Frankie Says - 2 (3%)
Friday - 2 (3%)
Fuego - 2 (3%)
Golden Age - 2 (3%)
Grind - 2 (3%)
Guelah Papyrus - 2 (3%)
Ha Ha Ha - 2 (3%)
I Didn't Know - 2 (3%)
I Never Needed You Like This Before - 2 (3%)
Light - 2 (3%)
Miss You - 2 (3%)
Nellie Kane - 2 (3%)
Party Time - 2 (3%)
Plasma - 2 (3%)
Sanity - 2 (3%)
Scent of a Mule - 2 (3%)
Sigma Oasis - 2 (3%)
Sparkle - 2 (3%)
Spock's Brain - 2 (3%)
Stealing Time From the Faulty Plan - 2 (3%)
Sugar Shack - 2 (3%)
The Curtain - 2 (3%)
The Final Hurrah - 2 (3%)
The Man Who Stepped Into Yesterday - 2 (3%)
The Old Home Place - 2 (3%)
The Star-Spangled Banner - 2 (3%)
Time Loves a Hero - 2 (3%)
Time Turns Elastic - 2 (3%)
Twenty Years Later - 2 (3%)
Windora Bug - 2 (3%)
Wingsuit - 2 (3%)
A Apolitical Blues - 1 (1%)
A Life Beyond The Dream - 1 (1%)
A Song I Heard the Ocean Sing - 1 (1%)
A Wave of Hope - 1 (1%)
All That You Dream - 1 (1%)
Ambient Jam - 1 (1%)
Anything But Me - 1 (1%)
Army of One - 1 (1%)
Ass Handed - 1 (1%)
Axilla (Part II) - 1 (1%)
Baby Elephant Walk - 1 (1%)
Back at the Chicken Shack - 1 (1%)
Bike - 1 (1%)
Bill Bailey, Won't You Please Come Home? - 1 (1%)
Blaze On - 1 (1%)
Chalk Dust Torture Reprise - 1 (1%)
Colonel Forbin's Ascent - 1 (1%)
Cool Jerk - 1 (1%)
Crowd Control - 1 (1%)
Day or Night - 1 (1%)
Devotion To a Dream - 1 (1%)
Dinner and a Movie - 1 (1%)
Dixie Chicken - 1 (1%)
Don't Bogart That Joint - 1 (1%)
El Paso - 1 (1%)
Emotional Rescue - 1 (1%)
Esther - 1 (1%)
Everybody's Got Something to Hide Except Me and My Monkey - 1 (1%)
Fat Man in the Bathtub - 1 (1%)
Feats Don't Fail Me Now - 1 (1%)
Fly Famous Mockingbird - 1 (1%)
Fly Like an Eagle - 1 (1%)
Fuck Your Face - 1 (1%)
Garden Party - 1 (1%)
Heartbreaker - 1 (1%)
How Many People Are You - 1 (1%)
I Am in Miami - 1 (1%)
Iron Man - 1 (1%)
Izabella - 1 (1%)
Jesus Just Left Chicago - 1 (1%)
Joy - 1 (1%)
Kung - 1 (1%)
Light Up Or Leave Me Alone - 1 (1%)
Love You - 1 (1%)
Magilla - 1 (1%)
Martian Monster - 1 (1%)
Mercenary Territory - 1 (1%)
Mexican Cousin - 1 (1%)
Mirror in the Bathroom - 1 (1%)
Moby Dick - 1 (1%)
Mound - 1 (1%)
Mr. Completely - 1 (1%)
My Sweet One - 1 (1%)
No Men In No Man's Land - 1 (1%)
Oh Atlanta - 1 (1%)
Old Folks Boogie - 1 (1%)
Pebbles and Marbles - 1 (1%)
Petrichor - 1 (1%)
Play by Play - 1 (1%)
Quadrophonic Toppling - 1 (1%)
Quinn the Eskimo (The Mighty Quinn) - 1 (1%)
Ramble On - 1 (1%)
Rapper's Delight - 1 (1%)
Ride Captain Ride - 1 (1%)
Rise/Come Together - 1 (1%)
Roadrunner - 1 (1%)
Rocket in My Pocket - 1 (1%)
Rocky Top - 1 (1%)
Round Room - 1 (1%)
Sabotage - 1 (1%)
Sailin' Shoes - 1 (1%)
Say It To Me S.A.N.T.O.S. - 1 (1%)
Sexual Healing - 1 (1%)
Shade - 1 (1%)
Shafty - 1 (1%)
Shine a Light - 1 (1%)
Show of Life - 1 (1%)
Soul Planet - 1 (1%)
Spanish Moon - 1 (1%)
Spooky - 1 (1%)
Stairway to Heaven - 1 (1%)
Steep - 1 (1%)
Swept Away - 1 (1%)
Terrapin - 1 (1%)
Thank You - 1 (1%)
The Dickie Scotland Song - 1 (1%)
The Dogs - 1 (1%)
The Landlady - 1 (1%)
The Line - 1 (1%)
The Oh Kee Pa Ceremony - 1 (1%)
Things People Do - 1 (1%)
Thunderhead - 1 (1%)
Tide Turns - 1 (1%)
Torn and Frayed - 1 (1%)
Tripe Face Boogie - 1 (1%)
Turtle in the Clouds - 1 (1%)
Uncle Pen - 1 (1%)
Undermind - 1 (1%)
Waiting All Night - 1 (1%)
Walfredo - 1 (1%)
Walk This Way - 1 (1%)
We're an American Band - 1 (1%)
West L.A. Fadeaway - 1 (1%)
Whole Lotta Love - 1 (1%)
Willin' - 1 (1%)
Winterqueen - 1 (1%)
Wipe Out - 1 (1%)
Yarmouth Road - 1 (1%)
You Shook Me All Night Long - 1 (1%)

First Set Openers

Chalk Dust Torture - 6
AC/DC Bag - 2
Carini - 2
Cars Trucks Buses - 2
Down with Disease - 2
First Tube - 2
Funky Bitch - 2
Grind - 2
Mike's Song - 2
Possum - 2
Sample in a Jar - 2
The Star-Spangled Banner - 2
Wilson - 2
46 Days - 1
Buried Alive - 1
Character Zero - 1
Come on Baby Let's Go Downtown - 1
Crowd Control - 1
Everybody's Got Something to Hide Except Me and My Monkey - 1
Frankenstein - 1
Free - 1
Garden Party - 1
Ginseng Sullivan - 1
Guyute - 1
Ha Ha Ha - 1
Kill Devil Falls - 1
Llama - 1
Meatstick - 1
Mellow Mood - 1
My Friend, My Friend - 1
Piper - 1
Punch You in the Eye - 1
Reba - 1
Rift - 1
Roadrunner - 1
Runaway Jim - 1
Sigma Oasis - 1
Stealing Time From the Faulty Plan - 1
The Moma Dance - 1
Twist - 1
Walfredo - 1
Walls of the Cave - 1
Wolfman's Brother - 1
Ya Mar - 1

First Set Closers

Run Like an Antelope - 7
Character Zero - 5
Possum - 5
Julius - 4
Weekapaug Groove - 4
David Bowie - 3
Stash - 3
Cavern - 2
Golgi Apparatus - 2
If I Could - 2
Split Open and Melt - 2
The Squirming Coil - 2
46 Days - 1
Bathtub Gin - 1
Birds of a Feather - 1
Bittersweet Motel - 1
Chalk Dust Torture - 1
Drowned - 1
Fire - 1
First Tube - 1
Free - 1
Jam - 1
My Soul - 1
Pebbles and Marbles - 1
Rock and Roll - 1
Sand - 1
Taste - 1
Tweezer Reprise - 1
While My Guitar Gently Weeps - 1
Wilson - 1
Wingsuit - 1
You Enjoy Myself - 1

Second Set Openers

Down with Disease - 8
Birds of a Feather - 5
Gotta Jibboo - 5
Piper - 4
Mike's Song - 3
Drowned - 2
First Tube - 2
Rock and Roll - 2
Seven Below - 2
Tube - 2
46 Days - 1
A Song I Heard the Ocean Sing - 1
A Wave of Hope - 1
AC/DC Bag - 1
Also Sprach Zarathustra - 1
Buried Alive - 1
Chalk Dust Torture - 1
Dinner and a Movie - 1
Fat Man in the Bathtub - 1
Fuck Your Face - 1
Ghost - 1
Golden Age - 1
Halley's Comet - 1
Heavy Things - 1
Llama - 1
Punch You in the Eye - 1
Runaway Jim - 1
Sand - 1
Sigma Oasis - 1
The Landlady - 1
The Wedge - 1
Timber (Jerry the Mule) - 1
Turtle in the Clouds - 1
Twist - 1
Water in the Sky - 1
Waves - 1

Second Set Closers

Character Zero - 7
You Enjoy Myself - 7
Cavern - 5
Run Like an Antelope - 5
Weekapaug Groove - 5
Loving Cup - 4
Slave to the Traffic Light - 4
A Day in the Life - 2
David Bowie - 2
Ghost - 2
Harry Hood - 2
Bittersweet Motel - 1
Bold As Love - 1
Chalk Dust Torture - 1
Drowned - 1
Feats Don't Fail Me Now - 1
Fluffhead - 1
Free - 1
Funky Bitch - 1
Good Times Bad Times - 1
Meatstick - 1
Scents and Subtle Sounds - 1
Sigma Oasis - 1
Tweezer - 1
Tweezer Reprise - 1
Wading in the Velvet Sea - 1
You Shook Me All Night Long - 1

Third Set Openers

Down with Disease - 1
Fast Enough for You - 1
NICU - 1
Party Time - 1
Sabotage - 1
Sample in a Jar - 1
Twist - 1

Third Set Closers

Friday - 1
Lawn Boy - 1
Loving Cup - 1
Slave to the Traffic Light - 1
Walls of the Cave - 1
While My Guitar Gently Weeps - 1
You Enjoy Myself - 1

Fourth Set Openers

Ambient Jam - 1

Fourth Set Closers

Ambient Jam - 1

Encores

Tweezer Reprise - 7
Loving Cup - 6
Driver - 4
Harry Hood - 4
Wading in the Velvet Sea - 4
Cavern - 3
First Tube - 3
Frankenstein - 3
Good Times Bad Times - 3
Chalk Dust Torture - 2
Contact - 2
Julius - 2
Lawn Boy - 2
Run Like an Antelope - 2
Sleeping Monkey - 2
Suzy Greenberg - 2
The Inlaw Josie Wales - 2
Waste - 2
While My Guitar Gently Weeps - 2
A Day in the Life - 1
A Life Beyond The Dream - 1
Baby Elephant Walk - 1
Backwards Down the Number Line - 1
Bold As Love - 1
Boogie On Reggae Woman - 1
Bouncing Around the Room - 1
Chalk Dust Torture Reprise - 1
Character Zero - 1
El Paso - 1
Emotional Rescue - 1
Fire - 1
Golgi Apparatus - 1
Guyute - 1
Halley's Comet - 1
I Am in Miami - 1
Iron Man - 1
Izabella - 1
Jam - 1
Joy - 1
Mexican Cousin - 1
Moby Dick - 1
Possum - 1
Quinn the Eskimo (The Mighty Quinn) - 1
Reba - 1
Rock and Roll - 1
Rocky Top - 1
Roses Are Free - 1
Sample in a Jar - 1
Say It To Me S.A.N.T.O.S. - 1
Shine a Light - 1
The Curtain With - 1
The Lizards - 1
The Squirming Coil - 1
We're an American Band - 1
West L.A. Fadeaway - 1
Wipe Out - 1
You Enjoy Myself - 1

10 20 30 40 50 most common songs that were not played in the band's history from your first year

Underplayed/Overplayed Songs since 1998

Expected versions is "percentage of shows the song was played in times number of shows seen" (eg if You Enjoy Myself were played in half of all shows and you have seen 20 shows, you would be "expected" to see 10 versions). These are the songs that you've seen the most above and below expectations. This section goes out to Amanda Wilson who inspired me to write it by seeing "Farmhouse" in each of her first 4 shows.

Underplayed

Overplayed

The 50% club

Songs played in consecutive shows

Longest Existing Gaps

Debut Count

You saw 47 song debuts
0.77 debuts per show.
The most frequently played song you have seen debuted is 46 Days (139 times).

Sort by Earliest debuted Most often played

Hiatus Song Breakdown

Most frequently seen pre-hiatus songs that have not been seen since:

Beauty of My Dreams - 6
Jam - 5
The Mango Song - 5
While My Guitar Gently Weeps - 5
Bug - 4
The Inlaw Josie Wales - 4
Brian and Robert - 3
Dog Faced Boy - 3
Ginseng Sullivan - 3
Makisupa Policeman - 3

Most frequently seen post-hiatus songs that were not seen before:

Kill Devil Falls - 7
46 Days - 6
Backwards Down the Number Line - 6
Seven Below - 5
Ocelot - 4
555 - 3
Alaska - 3
Halfway to the Moon - 3
Llama - 3
Scents and Subtle Sounds - 3

Percentage Differences

To keep this interesting, only songs that have been seen both before and after the hiatus are included in this list. Expected versions is what you would have seen if the percentages remained constant

Biggest drop off post hiatus

Biggest increase post hiatus

Breakup Song Breakdown

Most frequently seen pre-breakup songs that have not been seen since:

I Am Hydrogen - 7
Beauty of My Dreams - 6
Horn - 6
It's Ice - 5
Jam - 5
Poor Heart - 5
The Mango Song - 5
While My Guitar Gently Weeps - 5
Bug - 4
Glide - 4

Most frequently seen post-breakup songs that were not seen before:

Kill Devil Falls - 7
Backwards Down the Number Line - 6
Ocelot - 4
555 - 3
Alaska - 3
Halfway to the Moon - 3
Camel Walk - 2
Fuego - 2
Golden Age - 2
Grind - 2

Percentage Differences

To keep this interesting, only songs that have been seen both before and after the breakup are included in this list. Expected versions is what you would have seen if the percentages remained constant

Biggest drop off post breakup

Biggest increase post breakup

First/Last Time Seen